Triple
T22365008
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maryborough, Victoria, Australia |
E552880
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object | Maryborough Hospital |
—
|
NE NERFINISHED |
How this triple was built (3 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Maryborough Hospital | Statement: [Maryborough, Victoria, Australia, hasFacility, Maryborough Hospital]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maryborough Hospital Context triple: [Maryborough, Victoria, Australia, hasFacility, Maryborough Hospital]
-
A.
Balmain Hospital
Balmain Hospital is a public healthcare facility in Sydney, Australia, providing a range of medical and community health services.
-
B.
Frankston Hospital
Frankston Hospital is a major public healthcare facility in Frankston, Victoria, Australia, providing a wide range of acute and specialist medical services to the surrounding region.
-
C.
Moorabbin Hospital
Moorabbin Hospital is a public healthcare facility in the Melbourne suburb of Moorabbin, Victoria, Australia, providing a range of medical and surgical services to the local community.
-
D.
Proserpine Hospital
Proserpine Hospital is a public healthcare facility serving the medical needs of the Proserpine community and surrounding region in Queensland, Australia.
-
E.
Queanbeyan Hospital
Queanbeyan Hospital is a public healthcare facility in Queanbeyan, New South Wales, providing medical and emergency services to the local and surrounding regional communities.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maryborough Hospital Target entity description: Maryborough Hospital is a public healthcare facility serving the regional community of Maryborough in central Victoria, Australia.
-
A.
Balmain Hospital
Balmain Hospital is a public healthcare facility in Sydney, Australia, providing a range of medical and community health services.
-
B.
Frankston Hospital
Frankston Hospital is a major public healthcare facility in Frankston, Victoria, Australia, providing a wide range of acute and specialist medical services to the surrounding region.
-
C.
Moorabbin Hospital
Moorabbin Hospital is a public healthcare facility in the Melbourne suburb of Moorabbin, Victoria, Australia, providing a range of medical and surgical services to the local community.
-
D.
Proserpine Hospital
Proserpine Hospital is a public healthcare facility serving the medical needs of the Proserpine community and surrounding region in Queensland, Australia.
-
E.
Queanbeyan Hospital
Queanbeyan Hospital is a public healthcare facility in Queanbeyan, New South Wales, providing medical and emergency services to the local and surrounding regional communities.
- F. None of above. chosen
Provenance (2 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e11e4affcc8190ba7c27d29062558d |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f157ffba088190ae455508eb6c2a9c |
completed | April 29, 2026, 12:59 a.m. |
Created at: April 16, 2026, 8:44 p.m.